LearnKartS

Build Production AI Agents with RAG & MCP

Grow your skills with Coursera Plus for $239/year (usually $399). Save now.

LearnKartS

Build Production AI Agents with RAG & MCP

LearnKartS
Nikhil Agarwal

Instructors: LearnKartS

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Master building AI-powered chat systems with Node.js and Gemini API for seamless text generation and dynamic responses.

  • Implement static RAG systems andleverageknowledge bases to create advanced, responsive AI-driven Q&A bots.

  • Integrate OpenAI with RAG for intelligent response generation, improving accuracy and enhancing user experience.

  • Build real-world tool APIs using MCP, including customer service and weather APIs, to elevate AI system performance.

Details to know

Shareable certificate

Add to your LinkedIn profile

Recently updated!

April 2026

Assessments

20 assignments

Taught in English

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Build your subject-matter expertise

This course is part of the Agentic AI Engineering: RAG, MCP & MERN Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 3 modules in this course

Develop a robust Node.js backend, integrate the Gemini API with a React chat interface, and implement a Static RAG system to deliver structured, knowledge-driven responses.

What's included

17 videos8 assignments

Leverage embeddings and semantic search techniques to build a dynamic RAG Q&A system, integrating OpenAI for intelligent, context-aware answer generation.

What's included

13 videos4 assignments

Establish a TypeScript backend, design real-world APIs, and apply MCP principles—Tools, Resources, and Prompts—to build scalable, intelligent AI agents.

What's included

21 videos8 assignments

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

LearnKartS
157 Courses191,032 learners

Offered by

LearnKartS

Explore more from Software Development

Why people choose Coursera for their career

Felipe M.

Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions